Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 13406 |
| Missing cells | 158110 |
| Missing cells (%) | 69.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 16 |
Country Name has a high cardinality: 217 distinct values | High cardinality |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 5 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 2 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 5 other fields | High correlation |
intentional homicides is highly correlated with poverty gap and 1 other fields | High correlation |
literacy rate is highly correlated with CPIA gender equality and 4 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 5 other fields | High correlation |
primary completion is highly correlated with CPIA gender equality and 4 other fields | High correlation |
unpaid domestic is highly correlated with CPIA social protection and 1 other fields | High correlation |
teenage mothers is highly correlated with fertility rate and 5 other fields | High correlation |
married by 18 is highly correlated with fertility rate and 4 other fields | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 5 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 2 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 5 other fields | High correlation |
intentional homicides is highly correlated with teenage mothers | High correlation |
literacy rate is highly correlated with CPIA gender equality and 4 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 5 other fields | High correlation |
primary completion is highly correlated with CPIA gender equality and 5 other fields | High correlation |
unpaid domestic is highly correlated with CPIA social protection | High correlation |
teenage mothers is highly correlated with fertility rate and 4 other fields | High correlation |
married by 18 is highly correlated with fertility rate and 4 other fields | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources | High correlation |
CPIA social protection is highly correlated with CPI human resources | High correlation |
fertility rate is highly correlated with literacy rate and 2 other fields | High correlation |
literacy rate is highly correlated with fertility rate and 2 other fields | High correlation |
poverty gap is highly correlated with fertility rate and 1 other fields | High correlation |
primary completion is highly correlated with fertility rate and 1 other fields | High correlation |
teenage mothers is highly correlated with married by 18 | High correlation |
married by 18 is highly correlated with teenage mothers | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 3 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 7 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 2 other fields | High correlation |
management is highly correlated with CPIA gender equality and 3 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 6 other fields | High correlation |
intentional homicides is highly correlated with teenage mothers | High correlation |
labor force is highly correlated with CPIA gender equality and 7 other fields | High correlation |
literacy rate is highly correlated with CPIA gender equality and 6 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 7 other fields | High correlation |
primary completion is highly correlated with CPI human resources and 8 other fields | High correlation |
parliment seats is highly correlated with teenage mothers | High correlation |
unpaid domestic is highly correlated with CPI human resources and 6 other fields | High correlation |
teenage mothers is highly correlated with management and 8 other fields | High correlation |
married by 18 is highly correlated with fertility rate and 5 other fields | High correlation |
CPI human resources has 12189 (90.9%) missing values | Missing |
CPIA gender equality has 12189 (90.9%) missing values | Missing |
CPIA social protection has 12197 (91.0%) missing values | Missing |
employers has 7983 (59.5%) missing values | Missing |
management has 12391 (92.4%) missing values | Missing |
fertility rate has 1458 (10.9%) missing values | Missing |
intentional homicides has 11330 (84.5%) missing values | Missing |
labor force has 7422 (55.4%) missing values | Missing |
literacy rate has 12446 (92.8%) missing values | Missing |
poverty gap has 11591 (86.5%) missing values | Missing |
primary completion has 8881 (66.2%) missing values | Missing |
parliment seats has 8887 (66.3%) missing values | Missing |
unpaid domestic has 13229 (98.7%) missing values | Missing |
teenage mothers has 13039 (97.3%) missing values | Missing |
married by 18 has 12878 (96.1%) missing values | Missing |
Country Name is uniformly distributed | Uniform |
parliment seats has 181 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-18 05:20:04.569751 |
|---|---|
| Analysis finished | 2022-05-18 05:20:42.515261 |
| Duration | 37.95 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 217 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.9 KiB |
| Afghanistan | 62 |
|---|---|
| Myanmar | 62 |
| Nauru | 62 |
| Nepal | 62 |
| Netherlands | 62 |
| Other values (212) |
Length
| Max length | 30 |
|---|---|
| Median length | 22 |
| Mean length | 9.643368641 |
| Min length | 4 |
Characters and Unicode
| Total characters | 129279 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 62 | 0.5% |
| Myanmar | 62 | 0.5% |
| Nauru | 62 | 0.5% |
| Nepal | 62 | 0.5% |
| Netherlands | 62 | 0.5% |
| New Caledonia | 62 | 0.5% |
| New Zealand | 62 | 0.5% |
| Nicaragua | 62 | 0.5% |
| Niger | 62 | 0.5% |
| Nigeria | 62 | 0.5% |
| Other values (207) | 12786 |
Length
| Value | Count | Frequency (%) |
| islands | 556 | 2.9% |
| and | 496 | 2.5% |
| rep | 434 | 2.2% |
| republic | 372 | 1.9% |
| st | 225 | 1.2% |
| china | 186 | 1.0% |
| arab | 186 | 1.0% |
| the | 186 | 1.0% |
| new | 186 | 1.0% |
| guinea | 186 | 1.0% |
| Other values (255) | 16457 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 18360 | 14.2% |
| i | 10020 | 7.8% |
| n | 9991 | 7.7% |
| e | 8900 | 6.9% |
| r | 7118 | 5.5% |
| o | 6382 | 4.9% |
| 6064 | 4.7% | |
| s | 4624 | 3.6% |
| u | 4588 | 3.5% |
| l | 4584 | 3.5% |
| Other values (48) | 48648 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101434 | |
| Uppercase Letter | 19370 | 15.0% |
| Space Separator | 6064 | 4.7% |
| Other Punctuation | 1961 | 1.5% |
| Open Punctuation | 163 | 0.1% |
| Close Punctuation | 163 | 0.1% |
| Dash Punctuation | 124 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 18360 | |
| i | 10020 | |
| n | 9991 | |
| e | 8900 | 8.8% |
| r | 7118 | 7.0% |
| o | 6382 | 6.3% |
| s | 4624 | 4.6% |
| u | 4588 | 4.5% |
| l | 4584 | 4.5% |
| t | 4518 | 4.5% |
| Other values (16) | 22349 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2147 | 11.1% |
| C | 1550 | 8.0% |
| M | 1525 | 7.9% |
| B | 1426 | 7.4% |
| R | 1364 | 7.0% |
| A | 1302 | 6.7% |
| I | 1237 | 6.4% |
| G | 1115 | 5.8% |
| T | 992 | 5.1% |
| P | 868 | 4.5% |
| Other values (15) | 5844 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1031 | |
| , | 806 | |
| ' | 124 | 6.3% |
Space Separator
| Value | Count | Frequency (%) |
| 6064 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 163 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 163 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 120804 | |
| Common | 8475 | 6.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 18360 | |
| i | 10020 | 8.3% |
| n | 9991 | 8.3% |
| e | 8900 | 7.4% |
| r | 7118 | 5.9% |
| o | 6382 | 5.3% |
| s | 4624 | 3.8% |
| u | 4588 | 3.8% |
| l | 4584 | 3.8% |
| t | 4518 | 3.7% |
| Other values (41) | 41719 |
Common
| Value | Count | Frequency (%) |
| 6064 | ||
| . | 1031 | 12.2% |
| , | 806 | 9.5% |
| ( | 163 | 1.9% |
| ) | 163 | 1.9% |
| - | 124 | 1.5% |
| ' | 124 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129279 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 18360 | 14.2% |
| i | 10020 | 7.8% |
| n | 9991 | 7.7% |
| e | 8900 | 6.9% |
| r | 7118 | 5.5% |
| o | 6382 | 4.9% |
| 6064 | 4.7% | |
| s | 4624 | 3.6% |
| u | 4588 | 3.5% |
| l | 4584 | 3.5% |
| Other values (48) | 48648 |
Year
Real number (ℝ≥0)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1990.553558 |
| Minimum | 1960 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 1960 |
|---|---|
| 5-th percentile | 1963 |
| Q1 | 1975 |
| median | 1991 |
| Q3 | 2006 |
| 95-th percentile | 2018 |
| Maximum | 2021 |
| Range | 61 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.87826764 |
|---|---|
| Coefficient of variation (CV) | 0.008981555694 |
| Kurtosis | -1.198413465 |
| Mean | 1990.553558 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.00486870527 |
| Sum | 26685361 |
| Variance | 319.632454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1991 | 217 | 1.6% |
| 1990 | 217 | 1.6% |
| 1983 | 217 | 1.6% |
| 1984 | 217 | 1.6% |
| 1985 | 217 | 1.6% |
| 1986 | 217 | 1.6% |
| 1987 | 217 | 1.6% |
| 1988 | 217 | 1.6% |
| 1989 | 217 | 1.6% |
| 2001 | 217 | 1.6% |
| Other values (52) | 11236 |
| Value | Count | Frequency (%) |
| 1960 | 215 | |
| 1961 | 215 | |
| 1962 | 215 | |
| 1963 | 215 | |
| 1964 | 215 | |
| 1965 | 215 | |
| 1966 | 215 | |
| 1967 | 215 | |
| 1968 | 215 | |
| 1969 | 215 |
| Value | Count | Frequency (%) |
| 2021 | 212 | |
| 2020 | 217 | |
| 2019 | 217 | |
| 2018 | 217 | |
| 2017 | 217 | |
| 2016 | 217 | |
| 2015 | 217 | |
| 2014 | 217 | |
| 2013 | 217 | |
| 2012 | 217 |
CPI human resources
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 12189 |
| Missing (%) | 90.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.523418242 |
| Minimum | 1 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3 |
| median | 3.5 |
| Q3 | 4 |
| 95-th percentile | 4.5 |
| Maximum | 4.5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6107470755 |
|---|---|
| Coefficient of variation (CV) | 0.1733393635 |
| Kurtosis | -0.03020094607 |
| Mean | 3.523418242 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.4312014692 |
| Sum | 4288 |
| Variance | 0.3730119902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 380 | 2.8% |
| 4 | 338 | 2.5% |
| 3 | 226 | 1.7% |
| 4.5 | 130 | 1.0% |
| 2.5 | 120 | 0.9% |
| 2 | 19 | 0.1% |
| 1.5 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| (Missing) | 12189 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 2 | 19 | 0.1% |
| 2.5 | 120 | 0.9% |
| 3 | 226 | |
| 3.5 | 380 | |
| 4 | 338 | |
| 4.5 | 130 | 1.0% |
| Value | Count | Frequency (%) |
| 4.5 | 130 | 1.0% |
| 4 | 338 | |
| 3.5 | 380 | |
| 3 | 226 | |
| 2.5 | 120 | 0.9% |
| 2 | 19 | 0.1% |
| 1.5 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
CPIA gender equality
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 12189 |
| Missing (%) | 90.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.352095316 |
| Minimum | 1.5 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3 |
| median | 3.5 |
| Q3 | 4 |
| 95-th percentile | 4.5 |
| Maximum | 5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6644628055 |
|---|---|
| Coefficient of variation (CV) | 0.198223124 |
| Kurtosis | -0.1290391282 |
| Mean | 3.352095316 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.2024222719 |
| Sum | 4079.5 |
| Variance | 0.4415108199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 335 | 2.5% |
| 3 | 310 | 2.3% |
| 4 | 261 | 1.9% |
| 2.5 | 164 | 1.2% |
| 4.5 | 83 | 0.6% |
| 2 | 37 | 0.3% |
| 1.5 | 17 | 0.1% |
| 5 | 10 | 0.1% |
| (Missing) | 12189 |
| Value | Count | Frequency (%) |
| 1.5 | 17 | 0.1% |
| 2 | 37 | 0.3% |
| 2.5 | 164 | |
| 3 | 310 | |
| 3.5 | 335 | |
| 4 | 261 | |
| 4.5 | 83 | 0.6% |
| 5 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 10 | 0.1% |
| 4.5 | 83 | 0.6% |
| 4 | 261 | |
| 3.5 | 335 | |
| 3 | 310 | |
| 2.5 | 164 | |
| 2 | 37 | 0.3% |
| 1.5 | 17 | 0.1% |
CPIA social protection
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 12197 |
| Missing (%) | 91.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.043424318 |
| Minimum | 1 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.5 |
| median | 3 |
| Q3 | 3.5 |
| 95-th percentile | 4 |
| Maximum | 4.5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5832727823 |
|---|---|
| Coefficient of variation (CV) | 0.1916501682 |
| Kurtosis | 0.2833720957 |
| Mean | 3.043424318 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.3228528381 |
| Sum | 3679.5 |
| Variance | 0.3402071385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 408 | 3.0% |
| 3 | 339 | 2.5% |
| 2.5 | 273 | 2.0% |
| 2 | 87 | 0.6% |
| 4 | 70 | 0.5% |
| 4.5 | 18 | 0.1% |
| 1 | 8 | 0.1% |
| 1.5 | 6 | < 0.1% |
| (Missing) | 12197 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.1% |
| 1.5 | 6 | < 0.1% |
| 2 | 87 | 0.6% |
| 2.5 | 273 | |
| 3 | 339 | |
| 3.5 | 408 | |
| 4 | 70 | 0.5% |
| 4.5 | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 4.5 | 18 | 0.1% |
| 4 | 70 | 0.5% |
| 3.5 | 408 | |
| 3 | 339 | |
| 2.5 | 273 | |
| 2 | 87 | 0.6% |
| 1.5 | 6 | < 0.1% |
| 1 | 8 | 0.1% |
| Distinct | 628 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 7983 |
| Missing (%) | 59.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.740768947 |
| Minimum | 0 |
|---|---|
| Maximum | 10.86999989 |
| Zeros | 58 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1400000006 |
| Q1 | 0.6000000238 |
| median | 1.450000048 |
| Q3 | 2.425000072 |
| 95-th percentile | 4.420000076 |
| Maximum | 10.86999989 |
| Range | 10.86999989 |
| Interquartile range (IQR) | 1.825000048 |
Descriptive statistics
| Standard deviation | 1.518537384 |
|---|---|
| Coefficient of variation (CV) | 0.8723371285 |
| Kurtosis | 5.763855435 |
| Mean | 1.740768947 |
| Median Absolute Deviation (MAD) | 0.8999998569 |
| Skewness | 1.88282576 |
| Sum | 9440.189998 |
| Variance | 2.305955788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 0.4% |
| 0.150000006 | 51 | 0.4% |
| 0.4799999893 | 44 | 0.3% |
| 0.3300000131 | 43 | 0.3% |
| 0.4699999988 | 40 | 0.3% |
| 0.1199999973 | 40 | 0.3% |
| 0.1400000006 | 39 | 0.3% |
| 0.05000000075 | 35 | 0.3% |
| 0.5 | 33 | 0.2% |
| 0.9599999785 | 32 | 0.2% |
| Other values (618) | 5008 | |
| (Missing) | 7983 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 0.009999999776 | 5 | < 0.1% |
| 0.01999999955 | 4 | < 0.1% |
| 0.02999999933 | 6 | < 0.1% |
| 0.03999999911 | 29 | |
| 0.05000000075 | 35 | |
| 0.05999999866 | 9 | 0.1% |
| 0.0700000003 | 4 | < 0.1% |
| 0.07999999821 | 11 | 0.1% |
| 0.09000000358 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 10.86999989 | 1 | |
| 10.81999969 | 1 | |
| 10.77000046 | 1 | |
| 10.71000004 | 1 | |
| 10.47999954 | 1 | |
| 10.47000027 | 1 | |
| 10.31999969 | 1 | |
| 10.26000023 | 1 | |
| 10.25 | 1 | |
| 10.22999954 | 1 |
| Distinct | 868 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 12391 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.7026601 |
| Minimum | 4.21999979 |
|---|---|
| Maximum | 60.90999985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 4.21999979 |
|---|---|
| 5-th percentile | 15.48800001 |
| Q1 | 24.75 |
| median | 31.45999908 |
| Q3 | 36.625 |
| 95-th percentile | 43.23599968 |
| Maximum | 60.90999985 |
| Range | 56.69000006 |
| Interquartile range (IQR) | 11.875 |
Descriptive statistics
| Standard deviation | 8.761744902 |
|---|---|
| Coefficient of variation (CV) | 0.2853741296 |
| Kurtosis | 0.2124899072 |
| Mean | 30.7026601 |
| Median Absolute Deviation (MAD) | 5.810001373 |
| Skewness | -0.2350916434 |
| Sum | 31163.2 |
| Variance | 76.76817372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.5 | 3 | < 0.1% |
| 30.54000092 | 3 | < 0.1% |
| 34.25999832 | 3 | < 0.1% |
| 34.34000015 | 3 | < 0.1% |
| 35.58000183 | 3 | < 0.1% |
| 40.25999832 | 3 | < 0.1% |
| 33.31999969 | 3 | < 0.1% |
| 33.13999939 | 3 | < 0.1% |
| 23.11000061 | 3 | < 0.1% |
| 30.81999969 | 3 | < 0.1% |
| Other values (858) | 985 | 7.3% |
| (Missing) | 12391 |
| Value | Count | Frequency (%) |
| 4.21999979 | 1 | |
| 4.260000229 | 1 | |
| 4.5 | 1 | |
| 5.230000019 | 1 | |
| 5.699999809 | 1 | |
| 5.730000019 | 1 | |
| 5.75 | 1 | |
| 6.079999924 | 1 | |
| 6.400000095 | 1 | |
| 7.619999886 | 1 |
| Value | Count | Frequency (%) |
| 60.90999985 | 1 | |
| 59.31000137 | 1 | |
| 57.97000122 | 1 | |
| 55.83000183 | 1 | |
| 54.63999939 | 1 | |
| 54.16999817 | 1 | |
| 53.68000031 | 1 | |
| 51.83000183 | 1 | |
| 50.49000168 | 1 | |
| 50.18999863 | 1 |
fertility rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5024 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 1458 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.954937889 |
| Minimum | 0.837 |
|---|---|
| Maximum | 8.864 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0.837 |
|---|---|
| 5-th percentile | 1.43 |
| Q1 | 2.09 |
| median | 3.509 |
| Q3 | 5.866 |
| 95-th percentile | 7.2233 |
| Maximum | 8.864 |
| Range | 8.027 |
| Interquartile range (IQR) | 3.776 |
Descriptive statistics
| Standard deviation | 2.012936501 |
|---|---|
| Coefficient of variation (CV) | 0.5089679175 |
| Kurtosis | -1.281893526 |
| Mean | 3.954937889 |
| Median Absolute Deviation (MAD) | 1.665 |
| Skewness | 0.3396013253 |
| Sum | 47253.5979 |
| Variance | 4.051913358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.6 | 34 | 0.3% |
| 1.75 | 33 | 0.2% |
| 1.71 | 32 | 0.2% |
| 1.5 | 32 | 0.2% |
| 1.74 | 30 | 0.2% |
| 1.46 | 30 | 0.2% |
| 1.9 | 29 | 0.2% |
| 1.4 | 29 | 0.2% |
| 2.06 | 28 | 0.2% |
| 1.52 | 28 | 0.2% |
| Other values (5014) | 11643 | |
| (Missing) | 1458 | 10.9% |
| Value | Count | Frequency (%) |
| 0.837 | 1 | |
| 0.86 | 1 | |
| 0.862 | 1 | |
| 0.868 | 1 | |
| 0.875 | 1 | |
| 0.879 | 1 | |
| 0.9 | 1 | |
| 0.901 | 1 | |
| 0.906 | 1 | |
| 0.911 | 1 |
| Value | Count | Frequency (%) |
| 8.864 | 1 | |
| 8.858 | 1 | |
| 8.853 | 1 | |
| 8.833 | 1 | |
| 8.828 | 1 | |
| 8.793 | 1 | |
| 8.786 | 1 | |
| 8.752 | 1 | |
| 8.713 | 1 | |
| 8.71 | 1 |
| Distinct | 1955 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 11330 |
| Missing (%) | 84.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.34666783 |
| Minimum | 0 |
|---|---|
| Maximum | 19.17122899 |
| Zeros | 121 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.704246345 |
| median | 1.339727909 |
| Q3 | 3.062671185 |
| 95-th percentile | 8.134190226 |
| Maximum | 19.17122899 |
| Range | 19.17122899 |
| Interquartile range (IQR) | 2.35842484 |
Descriptive statistics
| Standard deviation | 2.624446621 |
|---|---|
| Coefficient of variation (CV) | 1.118371585 |
| Kurtosis | 6.550194652 |
| Mean | 2.34666783 |
| Median Absolute Deviation (MAD) | 0.8319602577 |
| Skewness | 2.318405185 |
| Sum | 4871.682414 |
| Variance | 6.887720065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121 | 0.9% |
| 10.5 | 2 | < 0.1% |
| 0.5223150395 | 1 | < 0.1% |
| 0.9567956912 | 1 | < 0.1% |
| 2.091218972 | 1 | < 0.1% |
| 2.113595001 | 1 | < 0.1% |
| 2.111700384 | 1 | < 0.1% |
| 1.843374208 | 1 | < 0.1% |
| 2.639613561 | 1 | < 0.1% |
| 3.241360116 | 1 | < 0.1% |
| Other values (1945) | 1945 | 14.5% |
| (Missing) | 11330 |
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 0.06486761385 | 1 | < 0.1% |
| 0.08434313147 | 1 | < 0.1% |
| 0.112542527 | 1 | < 0.1% |
| 0.1217506279 | 1 | < 0.1% |
| 0.1221483948 | 1 | < 0.1% |
| 0.1251898191 | 1 | < 0.1% |
| 0.1314190339 | 1 | < 0.1% |
| 0.1414106518 | 1 | < 0.1% |
| 0.1531273648 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.17122899 | 1 | |
| 18.27690185 | 1 | |
| 17.25303448 | 1 | |
| 17.15812351 | 1 | |
| 16.60357309 | 1 | |
| 15.54689927 | 1 | |
| 14.48846658 | 1 | |
| 14.34340514 | 1 | |
| 14.05624823 | 1 | |
| 13.998614 | 1 |
| Distinct | 5655 |
|---|---|
| Distinct (%) | 94.5% |
| Missing | 7422 |
| Missing (%) | 55.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.33109058 |
| Minimum | 5.994999886 |
|---|---|
| Maximum | 90.55500031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 5.994999886 |
|---|---|
| 5-th percentile | 18.03975067 |
| Q1 | 41.10674858 |
| median | 51.06199837 |
| Q3 | 60.75949955 |
| 95-th percentile | 77.92239685 |
| Maximum | 90.55500031 |
| Range | 84.56000042 |
| Interquartile range (IQR) | 19.65275097 |
Descriptive statistics
| Standard deviation | 16.48750625 |
|---|---|
| Coefficient of variation (CV) | 0.3275809458 |
| Kurtosis | -0.1074837848 |
| Mean | 50.33109058 |
| Median Absolute Deviation (MAD) | 9.769001007 |
| Skewness | -0.2389285789 |
| Sum | 301181.246 |
| Variance | 271.8378624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54.77799988 | 3 | < 0.1% |
| 58.93700027 | 3 | < 0.1% |
| 45.96300125 | 3 | < 0.1% |
| 50.16799927 | 3 | < 0.1% |
| 48.4620018 | 3 | < 0.1% |
| 50.08100128 | 3 | < 0.1% |
| 55.29199982 | 3 | < 0.1% |
| 49.33300018 | 3 | < 0.1% |
| 51.36399841 | 3 | < 0.1% |
| 59.72100067 | 3 | < 0.1% |
| Other values (5645) | 5954 | |
| (Missing) | 7422 |
| Value | Count | Frequency (%) |
| 5.994999886 | 1 | |
| 6.080999851 | 1 | |
| 6.089000225 | 1 | |
| 6.09499979 | 2 | |
| 6.114999771 | 1 | |
| 6.129000187 | 1 | |
| 6.138000011 | 1 | |
| 6.958000183 | 1 | |
| 7.881999969 | 1 | |
| 8.281999588 | 1 |
| Value | Count | Frequency (%) |
| 90.55500031 | 1 | |
| 90.07499695 | 1 | |
| 89.57299805 | 1 | |
| 89.0490036 | 1 | |
| 88.5019989 | 1 | |
| 87.93099976 | 1 | |
| 87.81199646 | 1 | |
| 87.66999817 | 1 | |
| 87.52700043 | 1 | |
| 87.38400269 | 1 |
literacy rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 943 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 12446 |
| Missing (%) | 92.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.73631724 |
| Minimum | 3.390589952 |
|---|---|
| Maximum | 99.99994659 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 3.390589952 |
|---|---|
| 5-th percentile | 22.19071379 |
| Q1 | 63.38534641 |
| median | 88.74872208 |
| Q3 | 94.93854332 |
| 95-th percentile | 99.51512718 |
| Maximum | 99.99994659 |
| Range | 96.60935664 |
| Interquartile range (IQR) | 31.55319691 |
Descriptive statistics
| Standard deviation | 24.87419081 |
|---|---|
| Coefficient of variation (CV) | 0.3241514801 |
| Kurtosis | 0.3053749178 |
| Mean | 76.73631724 |
| Median Absolute Deviation (MAD) | 9.468021393 |
| Skewness | -1.195081279 |
| Sum | 73666.86455 |
| Variance | 618.7253686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99.59999847 | 7 | 0.1% |
| 98.25198364 | 4 | < 0.1% |
| 98.59999847 | 4 | < 0.1% |
| 69 | 3 | < 0.1% |
| 99.41999817 | 3 | < 0.1% |
| 99.73899078 | 2 | < 0.1% |
| 50.91773987 | 1 | < 0.1% |
| 57.90000153 | 1 | < 0.1% |
| 75.85298157 | 1 | < 0.1% |
| 88.55870819 | 1 | < 0.1% |
| Other values (933) | 933 | 7.0% |
| (Missing) | 12446 |
| Value | Count | Frequency (%) |
| 3.390589952 | 1 | |
| 3.687170029 | 1 | |
| 4.591829777 | 1 | |
| 4.987460136 | 1 | |
| 5.735280037 | 1 | |
| 8.057979584 | 1 | |
| 8.225429535 | 1 | |
| 8.399580002 | 1 | |
| 8.588259697 | 1 | |
| 9.153120041 | 1 |
| Value | Count | Frequency (%) |
| 99.99994659 | 1 | |
| 99.997612 | 1 | |
| 99.9958725 | 1 | |
| 99.98587036 | 1 | |
| 99.97840881 | 1 | |
| 99.9759903 | 1 | |
| 99.97576904 | 1 | |
| 99.95819855 | 1 | |
| 99.90947723 | 1 | |
| 99.90792084 | 1 |
poverty gap
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 516 |
|---|---|
| Distinct (%) | 28.4% |
| Missing | 11591 |
| Missing (%) | 86.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.45415978 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 57 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.7 |
| median | 6.9 |
| Q3 | 23.45 |
| 95-th percentile | 60.46 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.75 |
Descriptive statistics
| Standard deviation | 19.54230909 |
|---|---|
| Coefficient of variation (CV) | 1.26453391 |
| Kurtosis | 1.178607091 |
| Mean | 15.45415978 |
| Median Absolute Deviation (MAD) | 6.7 |
| Skewness | 1.434647373 |
| Sum | 28049.3 |
| Variance | 381.9018446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 142 | 1.1% |
| 0.2 | 63 | 0.5% |
| 0 | 57 | 0.4% |
| 0.3 | 53 | 0.4% |
| 0.7 | 44 | 0.3% |
| 0.4 | 42 | 0.3% |
| 0.5 | 42 | 0.3% |
| 0.9 | 38 | 0.3% |
| 0.6 | 29 | 0.2% |
| 1.1 | 28 | 0.2% |
| Other values (506) | 1277 | 9.5% |
| (Missing) | 11591 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 0.1 | 142 | |
| 0.2 | 63 | |
| 0.3 | 53 | 0.4% |
| 0.4 | 42 | 0.3% |
| 0.5 | 42 | 0.3% |
| 0.6 | 29 | 0.2% |
| 0.7 | 44 | 0.3% |
| 0.8 | 26 | 0.2% |
| 0.9 | 38 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 86.6 | 1 | |
| 81 | 1 | |
| 79.7 | 1 | |
| 78.9 | 1 | |
| 78.5 | 1 | |
| 78.1 | 1 | |
| 77.8 | 1 | |
| 77.3 | 1 | |
| 76.6 | 1 |
primary completion
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 4517 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 8881 |
| Missing (%) | 66.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.22523256 |
| Minimum | 0.7209900022 |
|---|---|
| Maximum | 142.1227264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0.7209900022 |
|---|---|
| 5-th percentile | 19.75351143 |
| Q1 | 62.51818848 |
| median | 91.91253662 |
| Q3 | 99.18698883 |
| 95-th percentile | 107.5226959 |
| Maximum | 142.1227264 |
| Range | 141.4017364 |
| Interquartile range (IQR) | 36.66880035 |
Descriptive statistics
| Standard deviation | 27.99984718 |
|---|---|
| Coefficient of variation (CV) | 0.3534208267 |
| Kurtosis | 0.01491142316 |
| Mean | 79.22523256 |
| Median Absolute Deviation (MAD) | 11.10713959 |
| Skewness | -1.026907218 |
| Sum | 358494.1773 |
| Variance | 783.9914424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.57837677 | 2 | < 0.1% |
| 97.43415833 | 2 | < 0.1% |
| 96.33027649 | 2 | < 0.1% |
| 100 | 2 | < 0.1% |
| 98.6861496 | 2 | < 0.1% |
| 102.0649033 | 2 | < 0.1% |
| 97.63804626 | 2 | < 0.1% |
| 7.070940018 | 2 | < 0.1% |
| 95.22614288 | 1 | < 0.1% |
| 103.8461533 | 1 | < 0.1% |
| Other values (4507) | 4507 | |
| (Missing) | 8881 |
| Value | Count | Frequency (%) |
| 0.7209900022 | 1 | |
| 0.7795400023 | 1 | |
| 2.834340096 | 1 | |
| 2.977730036 | 1 | |
| 3.265579939 | 1 | |
| 3.892400026 | 1 | |
| 3.978070021 | 1 | |
| 4.111360073 | 1 | |
| 4.224209785 | 1 | |
| 4.280409813 | 1 |
| Value | Count | Frequency (%) |
| 142.1227264 | 1 | |
| 133.8461456 | 1 | |
| 133.3333282 | 1 | |
| 133.2295685 | 1 | |
| 133.0150146 | 1 | |
| 132.1580811 | 1 | |
| 131.2647247 | 1 | |
| 130.5797119 | 1 | |
| 127.9792709 | 1 | |
| 126.7616806 | 1 |
| Distinct | 1212 |
|---|---|
| Distinct (%) | 26.8% |
| Missing | 8887 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.45537751 |
| Minimum | 0 |
|---|---|
| Maximum | 63.75 |
| Zeros | 181 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.204819277 |
| Q1 | 8.849557522 |
| median | 15.5 |
| Q3 | 24.52217815 |
| 95-th percentile | 39.3442623 |
| Maximum | 63.75 |
| Range | 63.75 |
| Interquartile range (IQR) | 15.67262062 |
Descriptive statistics
| Standard deviation | 11.58191808 |
|---|---|
| Coefficient of variation (CV) | 0.6635157604 |
| Kurtosis | 0.184939012 |
| Mean | 17.45537751 |
| Median Absolute Deviation (MAD) | 7.396869245 |
| Skewness | 0.736857939 |
| Sum | 78880.85098 |
| Variance | 134.1408265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181 | 1.4% |
| 16.66666667 | 58 | 0.4% |
| 11.11111111 | 54 | 0.4% |
| 20 | 46 | 0.3% |
| 10 | 36 | 0.3% |
| 13.33333333 | 35 | 0.3% |
| 12.5 | 35 | 0.3% |
| 25 | 35 | 0.3% |
| 12 | 35 | 0.3% |
| 22 | 34 | 0.3% |
| Other values (1202) | 3970 | |
| (Missing) | 8887 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.3322259136 | 14 | 0.1% |
| 0.6153846154 | 5 | < 0.1% |
| 0.6644518272 | 3 | < 0.1% |
| 0.6688963211 | 2 | < 0.1% |
| 0.9174311927 | 9 | 0.1% |
| 1.176470588 | 4 | < 0.1% |
| 1.19047619 | 4 | < 0.1% |
| 1.204819277 | 6 | < 0.1% |
| 1.234567901 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 63.75 | 4 | |
| 61.25 | 5 | |
| 56.25 | 5 | |
| 53.41296928 | 1 | < 0.1% |
| 53.2231405 | 3 | < 0.1% |
| 53.07692308 | 6 | |
| 50.54945055 | 1 | < 0.1% |
| 50 | 8 | |
| 49.16666667 | 1 | < 0.1% |
| 48.85620915 | 5 |
| Distinct | 147 |
|---|---|
| Distinct (%) | 83.1% |
| Missing | 13229 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.85448271 |
| Minimum | 5.02051 |
|---|---|
| Maximum | 31.04081 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 5.02051 |
|---|---|
| 5-th percentile | 11.788292 |
| Q1 | 15.41667 |
| median | 17.29571 |
| Q3 | 20.05833 |
| 95-th percentile | 25.249998 |
| Maximum | 31.04081 |
| Range | 26.0203 |
| Interquartile range (IQR) | 4.64166 |
Descriptive statistics
| Standard deviation | 4.094182139 |
|---|---|
| Coefficient of variation (CV) | 0.2293083594 |
| Kurtosis | 1.396815851 |
| Mean | 17.85448271 |
| Median Absolute Deviation (MAD) | 2.15682 |
| Skewness | 0.3623740887 |
| Sum | 3160.24344 |
| Variance | 16.76232739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.625 | 4 | < 0.1% |
| 20.83333 | 3 | < 0.1% |
| 20.55556 | 3 | < 0.1% |
| 14.58333 | 3 | < 0.1% |
| 16.25 | 3 | < 0.1% |
| 18.95833 | 3 | < 0.1% |
| 15 | 3 | < 0.1% |
| 15.55556 | 3 | < 0.1% |
| 19.79167 | 2 | < 0.1% |
| 17.63889 | 2 | < 0.1% |
| Other values (137) | 148 | 1.1% |
| (Missing) | 13229 |
| Value | Count | Frequency (%) |
| 5.02051 | 1 | |
| 6.29234 | 1 | |
| 8.19444 | 1 | |
| 8.68056 | 1 | |
| 10 | 1 | |
| 10.41667 | 2 | |
| 10.83333 | 1 | |
| 11.60814 | 1 | |
| 11.83333 | 1 | |
| 12.5 | 1 |
| Value | Count | Frequency (%) |
| 31.04081 | 1 | |
| 29.52199 | 1 | |
| 29.11243 | 1 | |
| 28.47222 | 1 | |
| 27.76825 | 1 | |
| 27.70833 | 2 | |
| 26.11111 | 1 | |
| 25.41667 | 1 | |
| 25.20833 | 1 | |
| 24.09722 | 1 |
teenage mothers
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 236 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 13039 |
| Missing (%) | 97.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.15117166 |
| Minimum | 1.6 |
|---|---|
| Maximum | 50.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 10.15 |
| median | 18 |
| Q3 | 26.45 |
| 95-th percentile | 37.41 |
| Maximum | 50.6 |
| Range | 49 |
| Interquartile range (IQR) | 16.3 |
Descriptive statistics
| Standard deviation | 10.62030546 |
|---|---|
| Coefficient of variation (CV) | 0.5545512119 |
| Kurtosis | -0.6084632729 |
| Mean | 19.15117166 |
| Median Absolute Deviation (MAD) | 8.1 |
| Skewness | 0.4392809322 |
| Sum | 7028.48 |
| Variance | 112.790888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.5 | 4 | < 0.1% |
| 17.6 | 4 | < 0.1% |
| 13.8 | 4 | < 0.1% |
| 22.8 | 4 | < 0.1% |
| 20.5 | 4 | < 0.1% |
| 4.4 | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| 23.2 | 3 | < 0.1% |
| 5.9 | 3 | < 0.1% |
| 35 | 3 | < 0.1% |
| Other values (226) | 332 | 2.5% |
| (Missing) | 13039 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | |
| 2.1 | 1 | |
| 2.8 | 1 | |
| 2.9 | 1 | |
| 3.4 | 1 | |
| 3.5 | 1 | |
| 3.6 | 2 | |
| 3.72 | 1 | |
| 3.8 | 1 | |
| 4.06 | 1 |
| Value | Count | Frequency (%) |
| 50.6 | 1 | |
| 46.4 | 2 | |
| 45.4 | 1 | |
| 43.1 | 1 | |
| 42.9 | 1 | |
| 42.5 | 1 | |
| 41.5 | 1 | |
| 41 | 1 | |
| 40.4 | 2 | |
| 40 | 1 |
married by 18
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 370 |
|---|---|
| Distinct (%) | 70.1% |
| Missing | 12878 |
| Missing (%) | 96.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.98243628 |
| Minimum | 0 |
|---|---|
| Maximum | 83.5 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.8 |
| Q1 | 15.3 |
| median | 25.72021972 |
| Q3 | 38.175 |
| 95-th percentile | 60.495 |
| Maximum | 83.5 |
| Range | 83.5 |
| Interquartile range (IQR) | 22.875 |
Descriptive statistics
| Standard deviation | 16.88516575 |
|---|---|
| Coefficient of variation (CV) | 0.6034201445 |
| Kurtosis | 0.04354275703 |
| Mean | 27.98243628 |
| Median Absolute Deviation (MAD) | 11.29210088 |
| Skewness | 0.6417974149 |
| Sum | 14774.72636 |
| Variance | 285.1088223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.5 | 5 | < 0.1% |
| 31 | 5 | < 0.1% |
| 23 | 4 | < 0.1% |
| 22 | 4 | < 0.1% |
| 34.4 | 4 | < 0.1% |
| 41.2 | 4 | < 0.1% |
| 0.1 | 4 | < 0.1% |
| 23.3 | 3 | < 0.1% |
| 24.6 | 3 | < 0.1% |
| 21.2 | 3 | < 0.1% |
| Other values (360) | 489 | 3.6% |
| (Missing) | 12878 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.1 | 4 | |
| 0.2 | 1 | < 0.1% |
| 1.48592558 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 3.2 | 3 | |
| 3.496291 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 83.5 | 1 | |
| 78.1 | 1 | |
| 76.6 | 1 | |
| 76.3 | 1 | |
| 74.5 | 1 | |
| 73.3 | 1 | |
| 72 | 1 | |
| 71.4 | 1 | |
| 70.6 | 1 | |
| 69.9 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Indicator Name | Country Name | Year | CPI human resources | CPIA gender equality | CPIA social protection | employers | management | fertility rate | intentional homicides | labor force | literacy rate | poverty gap | primary completion | parliment seats | unpaid domestic | teenage mothers | married by 18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 1960 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | Afghanistan | 1961 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | Afghanistan | 1962 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | Afghanistan | 1963 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | Afghanistan | 1964 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | Afghanistan | 1965 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | Afghanistan | 1966 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | Afghanistan | 1967 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | Afghanistan | 1968 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | Afghanistan | 1969 | NaN | NaN | NaN | NaN | NaN | 7.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| Indicator Name | Country Name | Year | CPI human resources | CPIA gender equality | CPIA social protection | employers | management | fertility rate | intentional homicides | labor force | literacy rate | poverty gap | primary completion | parliment seats | unpaid domestic | teenage mothers | married by 18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13396 | Zimbabwe | 2012 | 2.0 | 3.0 | 2.0 | 0.32 | NaN | 4.058 | NaN | 78.475998 | NaN | NaN | 97.962959 | 14.953271 | NaN | NaN | NaN |
| 13397 | Zimbabwe | 2013 | 2.5 | 3.0 | 2.0 | 0.32 | NaN | 4.030 | NaN | 79.411003 | NaN | NaN | 98.854950 | 31.481481 | NaN | NaN | NaN |
| 13398 | Zimbabwe | 2014 | 3.5 | 4.0 | 2.5 | 0.30 | NaN | 3.974 | NaN | 80.314003 | 88.283829 | NaN | 97.411469 | 31.481481 | NaN | NaN | 33.500000 |
| 13399 | Zimbabwe | 2015 | 3.5 | 4.0 | 2.5 | 0.31 | NaN | 3.896 | NaN | 80.299004 | NaN | NaN | 100.912598 | 31.481481 | NaN | 21.6 | 32.400000 |
| 13400 | Zimbabwe | 2016 | 3.5 | 4.0 | 2.5 | 0.31 | NaN | 3.804 | NaN | 80.279999 | NaN | NaN | 99.207138 | 31.481481 | NaN | NaN | NaN |
| 13401 | Zimbabwe | 2017 | 4.0 | 4.0 | 2.5 | 0.29 | NaN | 3.707 | NaN | 80.285004 | NaN | 45.2 | 96.014954 | 32.575758 | NaN | NaN | NaN |
| 13402 | Zimbabwe | 2018 | 4.0 | 4.0 | 3.0 | 0.28 | NaN | 3.615 | NaN | 80.308998 | NaN | NaN | 93.238541 | 31.481481 | NaN | NaN | NaN |
| 13403 | Zimbabwe | 2019 | 4.0 | 4.0 | 3.0 | 0.25 | 28.07 | 3.531 | NaN | 80.338997 | NaN | 48.4 | 89.320374 | 31.851852 | NaN | NaN | 33.658057 |
| 13404 | Zimbabwe | 2020 | 4.0 | 4.0 | 3.0 | NaN | NaN | 3.460 | NaN | 78.980003 | NaN | NaN | 90.902550 | 31.851852 | NaN | NaN | NaN |
| 13405 | Zimbabwe | 2021 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 79.307999 | NaN | NaN | NaN | 31.851852 | NaN | NaN | NaN |